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How do you find the top correlations in a correlation matrix with Pandas? There are many answers on how to do this with R (Show correlations as an ordered list, not as a large matrix or Efficient way to get highly correlated pairs from large data set in Python or R), but I am wondering how to do it with pandas? In my case the matrix is 4460x4460, so can't do it visually.